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SUMMARY:GSI2019
DTSTAMP:20181216T181652Z
DTSTART;VALUE=DATE:20190827
DTEND;VALUE=DATE:20190828
URL;VALUE=URI:Page de l'événement
LOCATION:ENAC\, Toulouse (France)
DESCRIPTION:*Registration will be opened the 15th of September* -->*Registration will be \n
opened the 15th of September* --> As for GSI’13\, GSI’15 and GSI’17\, the \n
objective of this SEE GSI’19 conference\, hosted in Toulouse at ENAC\, is to \n
bring together pure/applied mathematicians and engineers\, with common \n
interest for Geometric tools and their applications for Information analysis. \n
It emphasizes an active participation of young researchers to discuss \n
emerging areas of collaborative research on “Geometric Science of \n
Information and their Applications”. Current and ongoing uses of \n
Information Geometry Manifolds in applied mathematics are the following: \n
Advanced Signal/Image/Video Processing\, Complex Data Modeling and Analysis\, \n
Information Ranking and Retrieval\, Coding\, Cognitive Systems\, Optimal \n
Control\, Statistics on Manifolds\, Topology/Machine/Deep Learning\, Artificial \n
Intelligence\, Speech/sound recognition\, natural language treatment\, Big Data \n
Analytics\, Learning for Robotics\, etc.\, which are substantially relevant for \n
industry. The Conference will be therefore held in areas of topics of mutual \n
interest with the aim to:\n
* Provide an overview on the most recent state-of-the-art\n
* Exchange mathematical information/knowledge/expertise in the area\n
* Identify research areas/applications for future collaboration\n
\n
This conference will be an interdisciplinary event and will unify skills from \n
Geometry\, Probability and Information Theory. Proceedings are published in \n
Springer's Lecture Note in Computer Science (LNCS) series. SPRINGER will \n
sponsor Best paper Award GSI’19. Gala Diner will take place at Hôtel-Dieu \n
Saint-Jacques in Salle Des Colonnes. \n
-------- PROVISIONAL TOPICS OF INTERESTS: ------------------------------------\n
\n
* Probability on Riemannian Manifolds \n
* Optimization on Manifold \n
* Shape Space \n
* Statistics on non-linear data \n
* Lie Group Machine Learning\n
* Harmonic Analysis on Lie Groups\n
* Statistical Manifold & Hessian Information Geometry \n
* Monotone Embedding in Information Geometry \n
* Non-parametric Information Geometry \n
* Computational Information Geometry \n
* Divergence Geometry \n
* Optimal Transport \n
* Geometric Deep Learning\n
* Geometry of Hamiltonian Monte Carlo\n
* Information Topology\n
* Geometric & (Poly)Symplectic Integrators\n
* Geometric structures in thermodynamics and statistical physics\n
* Contact Geometry & Hamiltonian Control \n
* Geometric and structure preserving discretizations \n
* Geometry of Quantum States\n
* Geodesic Methods with Constraints \n
* Probability Density Estimation & Sampling in High Dimension\n
* Geometry of Graphs and Networks\n
* Distance Geometry \n
* Geometry of Tensor-Valued Data \n
* Geometric Mechanics\n
* Geometric Robotics & Learning\n
* Geometry in Neuroscience & Cognitive Sciences \n
\n
A special session will deal with:\n
* Geometric Science of Information Libraries (geomstats\, pyRiemann \, …)\n
\n
\n
-------- IMPORTANT DATES -----------------------------------------------------\n
\n
* Deadline for 8 pages SPRINGER LNCS format: *18th of February 2019*\n
* Notification of acceptance: 22nd of April 2019\n
* Final paper submission: 15th of June 2019\n
\n
-------- PROVISIONAL PROGRAM OF INVITED SPEAKERS: ----------------------------\n
\n
History Session: TBC on “Fermat\, Pascal & the Geometry of Chance”\, \n
Frédéric Barbaresco & Michel Boyom “Tribute to Jean-Louis Koszul (who \n
passed away in January 2018)” Invited Honorary speaker: TBC\, Guest Honorary \n
speaker: TBC\, and 3 keynotes Speakers: TBC (TBC: To be Confirmed) \n
*******************************\n
Page de l'événement [1]\n
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[1] https://www.see.asso.fr/manifestation/23433_gsi2019
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